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I built 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 using 𝗻𝟴𝗻.
I used the Tavily API for web search (you can also try the Wikipedia API or any other source you like).
The agent automatically finds:
Company name
Problem faced
AI agent solution
Results achieved
Gives Source link as well
My query: “𝘚𝘦𝘢𝘳𝘤𝘩 𝘳𝘦𝘢𝘭 𝘗𝘢𝘬𝘪𝘴𝘵𝘢𝘯𝘪 𝘤𝘰𝘮𝘱𝘢𝘯𝘪𝘦𝘴 𝘵𝘩𝘢𝘵 𝘧𝘢𝘤𝘦𝘥 𝘣𝘶𝘴𝘪𝘯𝘦𝘴𝘴 𝘱𝘳𝘰𝘣𝘭𝘦𝘮𝘴 𝘢𝘯𝘥 𝘶𝘴𝘦𝘥 𝘈𝘐 𝘵𝘰 𝘴𝘰𝘭𝘷𝘦 𝘵𝘩𝘦𝘮.”
The agent found 𝗟𝘂𝗹𝘂𝘀𝗮𝗿,a Pakistani clothing brand
that used an AI-powered analytics solution called 𝗗𝗮𝘁𝗮 𝗽𝗶𝗹𝗼𝘁(a step toward agentic automation) to transform its marketing and business performance.
After that, I automated the process to draft all the data into an email — but you can easily send it to Docs, PDF, or any other platform.
The network for creativity
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𝐍𝐨𝐭 𝐠𝐞𝐭𝐭𝐢𝐧𝐠 𝐫𝐞𝐩𝐥𝐢𝐞𝐬 𝐨𝐧 𝐲𝐨𝐮𝐫 𝐩𝐫𝐨𝐩𝐨𝐬𝐚𝐥?
This one mistake could be the reason.
You’re not alone.
you find Clients or Job
you send a DM/ Email (Proposal /Cover Latter/ Email script)
and then… silence
No reply. No response.
Many times, it feels like the platform is the problem.
You switch from one social media platform to another…
or try different freelance platforms…
but the result stays the same.
Most people then start thinking their product or service isn’t good enough.
But honestly…
the problem is often not your product or service...
It’s your proposal.
A normal proposal sounds like:
“I can do this work, I have 2–3 years of experience,
I’ve worked with many clients before,
I can deliver this on time,
please consider me for this project…”
or
“Hi, this is my product, it’s very high quality,
we offer the best price in the market,
you can check it out,
let me know if you’re interested…”
But a good proposal works differently.
Instead of talking about yourself, it sounds more like:
“Hey [Name] (avoid Sir / Mem word),
I saw your requirement and I think the main issue here is [problem].
If this isn’t handled properly, it can affect [result/impact].
I’ve worked on similar cases where we improved [specific result].
For your case, I’d suggest starting with [clear idea/approach].
If you’re open, I can share a quick sample or direction based on your exact requirement.”
It talks about the client.
It shows you understand their problem.
It builds trust before the work even starts.
Over time, I’ve written proposals for 100+ clients,
and one thing became very clear:
A well-written proposal can increase response rate 3–4x
and significantly improve lead-to-conversation conversion.
Same product. Same service. Same skill. Same person.
Different proposal = different results.
If you’re facing:
no replies
low response
getting ignored after sending proposals
Then maybe it’s time to fix your proposal.
Whether you’re a freelancer, Job seeker,
or a small to mid business owner selling a product / service…
a 💪💪💪 proposal can change everything.
#ClientHunting
#ProposalWriting
#ClientAcquisition
#LeadGeneration
#SalesStrategy
#PersonalBranding
#SocialMediaMarketing
#BusinessGrowth
#SmallBusiness
#B2BMarketing
🚨 Still losing leads because you reply too late?
📉 What if your business could respond, qualify, and book clients 24/7—without you?
🚀 Smarter Leads. Stronger Business.
I design and implement complete GoHighLevel automation systems that help businesses capture, qualify, and convert leads—automatically.
From AI-powered conversations to instant booking systems, I build setups that don’t just look impressive—they generate real revenue.
🔹 What I deliver:
Centralized CRM (all leads in one place)
AI voice & SMS instant responses
Automated booking & reminders
Smart follow-up & nurturing workflows
Clean pipeline & reporting dashboards
Seamless integrations (VAPI, JobTread & more)
⚡ Imagine this:
Every missed call → instantly followed up
Every new lead → qualified automatically
Your calendar → filled without manual effort
💡 Result: Faster response. Better conversions. More revenue.
If you're serious about scaling with automation, this is built for you.
Interactive Brokers (IBKR) is not for beginners.
It's for serious traders who want:
→ Access to 150+ global markets
→ Institutional grade execution
→ Lowest margin rates in the industry
→ Stocks, Options, Futures, Forex, Bonds
Used by hedge funds.
Used by prop traders.
Used by professional portfolio managers.
And now — fully automatable with Python.
Here's how:
IBKR has two API options:
OPTION 1 — IBKR TWS API
→ Connect Python directly to
Trader Workstation
→ Full order management
→ Real time market data
→ Options chain access
from ibapi.client import EClient
from ibapi.wrapper import EWrapper
class IBKRBot(EWrapper, EClient):
def place_trade(self, symbol, action, qty):
contract = Contract()
contract.symbol = symbol
contract.secType = "STK"
contract.exchange = "SMART"
contract.currency = "USD"
OPTION 2 — IBKR Client Portal API
→ REST API — cleaner, simpler
→ No TWS installation needed
→ Perfect for webhook integration
→ Works server side 24/7
What you can automate on IBKR:
🇺🇸 US Stocks — Every NYSE, NASDAQ stock
🇬🇧 UK Stocks — LSE listed companies
🇪🇺 EU Stocks — Frankfurt, Paris, Amsterdam
📊 Options — Full chain automation
⚡ Futures — ES, NQ, CL, GC contracts
💱 Forex — 100+ currency pairs
🏦 ETFs — SPY, QQQ, VIX and 1000s more
Real automation flow I built:
TradingView detects S&P500 breakout
↓
Webhook fires to Python server
↓
Risk check — position size calculated
↓
IBKR API places bracket order
(Entry + Stop Loss + Take Profit)
↓
Telegram: "SPY BUY FILLED ✅
Entry: 524.30 | SL: 519.00 | TP: 534.00"
↓
Bot monitors and trails stop automatically
Why serious traders choose IBKR
for automation:
✅ Sub millisecond execution speed
✅ SmartRouting — best price guaranteed
✅ Paper trading account — free testing
✅ Available in USA, UK, EU, AUS, UAE
✅ Regulated in every major jurisdiction
✅ Options automation — huge edge
If you're a serious trader
managing $10,000 or more —
Manual execution is costing you money.
Every. Single. Day.
Are you using IBKR?
What markets are you trading?
👇 Drop it below.
#InteractiveBrokers #IBKR #TradingAutomation
#AlgoTrading #Python #OptionsTrading
#USStocks #UKStocks #Futures #FinTech
#TradingBot #HedgeFund #PropTrading
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